24 citations · 36 across the 28 of their papers we have counts for
4 papers · 1 filter
TempTabQA: Temporal Question Answering for Semi-Structured Tables
Vivek Gupta, Pranshu Kandoi, Mahek Bhavesh Vora +4
Semi-structured data, such as Infobox tables, often include temporal information about entities, either implicitly or explicitly. Can current NLP systems reason about such informat…
Whispers of Doubt Amidst Echoes of Triumph in NLP Robustness
Ashim Gupta, Rishanth Rajendhran, Nathan Stringham +2
Do larger and more performant models resolve NLP's longstanding robustness issues? We investigate this question using over 20 models of different sizes spanning different architect…
Measuring and Improving Attentiveness to Partial Inputs with Counterfactuals
Yanai Elazar, Bhargavi Paranjape, Hao Peng +5
The inevitable appearance of spurious correlations in training datasets hurts the generalization of NLP models on unseen data. Previous work has found that datasets with paired inp…
The Integer Linear Programming Inference Cookbook
Vivek Srikumar, Dan Roth
Over the years, integer linear programs have been employed to model inference in many natural language processing problems. This survey is meant to guide the reader through the pro…